Unlock the full potential of AI with Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!

Category: Mathematics

Understanding Proofs by Euclid — 101
Basic Math Skills for Data Science
Clash Royale challenge algorithm: how many players can get 12 wins?
One LEGO at a Time: Explaining the Math of how Neural Networks Learn with Implementation from Scratch
In Homage to Benoit Mandelbrot
Linear Algebra for ML
Creating a Formula to Value Knowledge
Truth = Utility
Basic Linear Algebra for Deep Learning and Machine Learning Python Tutorial
The Discrete ‘Movie Rating’ Distribution
Let’s Flip Some Coins, or How Randomness Can Help with Proving Theorems
Convexity and Jensen’s Inequality (and the AM-GM Inequality)
Calculus in Machine Learning
How Much Math do I need in Data Science?
Monte Carlo Simulation An In-depth Tutorial with Python